Label Studio integration & taxonomy models

[mihow]

Summary

Label Studio is an external platform for creating labeled datasets. We have a self-hosted copy that will be tightly integrated with the data coming in and out of the AMI platform. This PR makes specific AMI images, metadata & configuration available for Label Studio to use in annotation tasks.

• Add endpoints for ingesting source images, detections & occurrences to LabelStudio as tasks for the object detection, binary classification and species classification "Tasks"
• General hook POST endpoint https://api.dev.insectai.org/api/v2/labelstudio/hooks/all/
• Add hook for updating the species choices in LabelStudio based on the taxonomy configured in the AMI platform
• Add hook for updating the labeling interface for tasks in Label Studio when a project is saved, based on an XML template fragment in Django
• Add models & admin for taxonomy
• Add method to import a hierarchical taxonomy
• Add API endpoints for retrieving & querying the taxonomy

Project tasks in Label Studio

New endpoints for task data & configuration

Taxonomy models & management

Labeling interface management & update hook

TODO

• Add tests, somehow
• Add hooks for creating tasks in sequential projects (after objects are labeled, create species classification tasks for those objects, etc)
• Remove unused code

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